Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "333"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 333 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 120 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 118 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 333, Node N12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459937 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.848755 2.260980 -0.914487 -1.712096 -0.625615 -0.542925 2.212925 1.484093 0.5093 0.5700 0.3865 nan nan
2459936 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.104255 2.040949 -1.202070 -1.708493 2.677988 0.484947 3.497794 1.949402 0.5913 0.6530 0.2913 nan nan
2459935 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.911521 2.652197 -1.154420 -1.475710 -0.562576 -0.124614 1.205546 -0.001178 0.4962 0.5376 0.3827 nan nan
2459934 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.282156 3.283243 -1.161610 -1.071951 -0.236734 -0.791128 1.094439 1.227159 0.5025 0.5454 0.3900 nan nan
2459933 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.144878 2.647844 -1.234356 -1.032904 -0.387952 -0.863397 0.701284 1.690822 0.5004 0.5476 0.3923 nan nan
2459932 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.866205 1.851056 -1.059811 -1.037490 -0.895744 -0.630446 3.020328 0.324536 0.4214 0.4671 0.3221 nan nan
2459931 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.403685 2.409891 -1.154538 -1.079404 -0.542042 -0.247841 1.332960 1.264726 0.5156 0.5574 0.3821 nan nan
2459930 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.688882 1.177385 -1.071514 -1.011617 -0.692005 -0.714575 1.242463 2.236536 0.5047 0.5528 0.3957 nan nan
2459929 dish_maintenance 0.00% 0.00% 0.27% 0.00% - - 1.320636 2.894189 -0.640613 -1.297030 0.392193 0.889582 0.776304 -0.410070 0.5861 0.6309 0.3236 nan nan
2459928 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.063716 0.823220 -1.165706 -2.010737 -0.789532 -0.630509 1.063760 1.137384 0.4786 0.5281 0.3827 nan nan
2459927 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.672623 0.039051 -0.842769 -1.640461 0.831815 1.334765 1.015912 0.028189 0.4610 0.5024 0.3403 nan nan
2459926 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.586033 0.347269 -0.727371 -1.716797 0.064668 -0.653436 0.766910 -0.058854 0.6352 0.7113 0.3049 nan nan
2459925 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.313591 1.377661 -1.131491 -2.081721 3.279818 0.295127 1.865749 0.551905 0.5587 0.5677 0.3071 nan nan
2459924 dish_maintenance 100.00% 0.00% 0.32% 0.00% - - 2.523808 0.732356 -0.927537 -2.075207 -1.144236 6.163600 0.603485 2.321100 0.5033 0.5514 0.3910 nan nan
2459923 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.923516 1.025544 -1.014309 -1.912250 -0.291225 -0.239514 0.989963 -0.223633 0.5406 0.5928 0.3709 nan nan
2459922 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.483638 1.323119 -1.076760 -1.325042 -1.063401 -0.426013 0.790238 1.050712 0.4784 0.5359 0.3998 nan nan
2459921 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.748651 0.902070 -1.247531 -1.631755 -1.045391 -0.306050 0.807581 1.304152 0.4945 0.5389 0.4036 nan nan
2459920 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.697847 0.503783 -0.845843 -1.421703 -0.450742 -0.848190 1.864874 0.851490 0.4879 0.5389 0.4100 nan nan
2459919 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.261779 0.851015 -0.810259 -1.232015 -1.063199 -1.000845 0.873408 0.791711 0.5031 0.5541 0.3896 nan nan
2459918 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.442309 1.004407 -0.981378 -1.205828 -0.886671 -1.289171 1.529811 0.885313 0.5027 0.5506 0.3969 nan nan
2459917 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.962744 0.680461 -0.917963 -1.593953 0.106936 2.067873 1.184010 0.994774 0.5359 0.5838 0.4571 nan nan
2459916 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.829745 0.509773 -0.862555 -1.375559 -1.299499 -0.753502 1.269252 2.112217 0.5102 0.5590 0.3994 nan nan
2459915 dish_maintenance 0.00% 23.08% 23.08% 0.00% - - 2.852248 0.698746 -1.011100 -1.412389 -0.806639 -0.867164 2.809898 1.474765 0.4287 0.4637 0.3109 nan nan
2459914 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.490031 1.173123 -1.302931 -1.494050 0.373409 -0.284389 4.250064 3.032084 0.5535 0.6139 0.3625 nan nan
2459913 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.793723 1.778862 -1.129615 -1.524948 -0.786476 -0.571011 4.336739 0.835956 0.5025 0.5479 0.4009 nan nan
2459912 dish_maintenance 0.00% 83.95% 83.95% 0.00% - - 2.887231 1.199968 -1.046525 -1.617540 -0.734539 -1.426318 2.075797 0.164153 0.0974 0.1052 0.0577 nan nan
2459911 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.885872 0.913400 -1.057514 -1.530020 -1.193912 -0.867564 0.336180 0.060974 0.4882 0.5389 0.4077 nan nan
2459910 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.535474 0.708911 -1.068741 -1.516638 -1.306326 -0.697519 0.699445 0.434385 0.4961 0.5436 0.4064 nan nan
2459909 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.593421 0.641572 -1.035719 -1.668424 -0.987361 -1.171258 0.875712 1.889010 0.4938 0.5409 0.4045 nan nan
2459908 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.729257 0.490411 -0.998452 -1.531568 -0.997780 -0.763233 1.084933 1.740400 0.5005 0.5506 0.4031 nan nan
2459907 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.561402 0.574804 -1.125519 -1.653025 -1.333725 -0.724971 1.033370 0.774561 0.5001 0.5487 0.4034 nan nan
2459906 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.558036 0.728264 -1.237212 -1.309576 -1.225451 -0.563650 1.547889 0.562512 0.4888 0.5393 0.4013 nan nan
2459905 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.762794 0.775876 -1.063462 -1.393451 -1.807022 -1.344497 1.224654 0.152353 0.4711 0.5278 0.4067 nan nan
2459904 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.406309 0.728282 -1.118596 -1.325169 -1.175038 -0.942409 1.630026 -0.193788 0.4802 0.5307 0.3999 nan nan
2459903 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.313630 0.649246 -1.123741 -1.475676 -1.652246 -1.408807 2.083320 0.183387 0.4883 0.5353 0.4071 nan nan
2459902 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.881996 0.718863 -1.194548 -1.195240 -1.588464 -0.813979 0.974414 0.525347 0.4975 0.5389 0.3982 nan nan
2459901 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.667372 0.685188 -1.068135 -1.657688 -1.125160 -1.032807 1.646248 0.391180 0.5072 0.5467 0.4029 nan nan
2459900 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.089181 -0.051184 -1.049647 -1.638048 -0.649941 -0.162879 1.025715 0.209652 0.4419 0.4834 0.3329 nan nan
2459898 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.321073 0.633224 -1.158046 -1.675349 -1.454584 -0.370941 4.657455 0.300216 0.5021 0.5439 0.3992 nan nan
2459897 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.394912 0.669869 -1.312588 -1.484711 -0.969156 -0.823809 1.085081 1.210276 0.5031 0.5421 0.3981 nan nan
2459896 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.718816 0.123794 -1.229280 -1.346863 -2.009735 -1.417033 0.661282 1.280436 0.5102 0.5489 0.4024 nan nan
2459895 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.258349 0.850583 -1.405610 -1.205640 0.391572 -0.782689 3.328863 0.652875 0.5870 0.6110 0.3306 nan nan
2459894 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.007664 0.961078 -1.230161 -1.483734 -0.434963 -1.555240 1.817664 1.498368 0.5144 0.5459 0.3792 nan nan
2459893 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.443425 0.471727 -1.197136 -1.620098 -1.219771 -1.182387 1.878982 0.971862 0.5223 0.5556 0.3859 nan nan
2459892 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.429613 0.480679 -1.423419 -1.654856 -1.578015 -1.091273 2.319534 1.384740 0.5237 0.5620 0.3935 nan nan
2459891 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.171341 0.678820 -1.489338 -1.549460 -0.564700 -1.250623 2.552862 0.527051 0.5132 0.5495 0.3934 nan nan
2459890 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.732142 0.713750 -1.488887 -1.622137 -0.798871 -1.294296 0.623887 0.417105 0.5146 0.5479 0.3891 nan nan
2459889 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.808877 0.999475 -1.595635 -1.566609 -1.791290 -1.179028 1.607995 -0.098987 0.5267 0.5544 0.3869 nan nan
2459888 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.154553 0.580475 -1.429635 -1.482740 -1.238493 -0.701256 0.606701 0.348468 0.5469 0.5842 0.3928 nan nan
2459887 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.509580 0.643245 -1.353553 -2.169198 -1.991329 -1.032374 0.886086 1.074878 0.5282 0.5550 0.3946 nan nan
2459886 dish_maintenance 100.00% 0.00% 19.38% 0.00% - - 2.158854 1.205934 -1.243843 -1.486685 0.223198 37.474999 1.515750 -0.118940 0.5753 0.5217 0.3821 nan nan
2459885 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.751149 3.046334 5.022635 13.999413 1.857985 2.881514 3.682146 2.640259 0.5541 0.5746 0.3805 nan nan
2459884 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.565277 0.400295 -1.430055 -1.498557 -0.667635 -1.427619 0.795450 0.623755 0.5318 0.5547 0.3940 nan nan
2459883 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.698343 2.430433 3.939350 12.329893 0.629010 1.668161 3.043695 3.527595 0.5330 0.5623 0.3904 nan nan
2459882 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.489885 4.054913 4.512771 13.697407 1.720660 1.610963 2.556797 2.120604 0.5320 0.5600 0.3827 nan nan
2459881 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.578184 2.139987 4.866610 15.992309 3.617760 6.759337 6.132228 4.973161 0.5897 0.6302 0.3331 nan nan
2459880 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.233564 2.589771 3.883618 12.987235 0.678143 2.041605 1.502418 2.105667 0.5307 0.5619 0.3972 nan nan
2459879 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.756200 0.398620 -1.045776 -2.260171 -1.208088 -0.661567 3.007819 0.389747 0.5114 0.5508 0.4152 nan nan
2459878 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.798697 2.218068 5.161746 16.438871 1.351049 2.091436 4.613082 3.960304 0.5205 0.5626 0.4053 nan nan
2459876 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.388220 2.644165 3.908592 10.760333 6.634757 7.701209 3.311090 0.264263 0.5555 0.5634 0.3949 nan nan
2459875 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.574959 2.552919 5.381128 14.981899 2.185118 2.423077 0.982979 0.502521 0.5767 0.6155 0.4199 nan nan
2459874 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.873814 3.804892 2.392434 7.123342 4.728315 3.599046 3.944882 0.215768 0.5550 0.5599 0.3872 nan nan
2459873 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.573315 3.042091 3.216324 9.860950 1.131878 1.376738 1.152302 0.532835 0.5544 0.5568 0.3842 nan nan
2459872 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.263380 2.345930 5.090433 13.777097 4.478874 5.360007 2.351716 -0.106941 0.5477 0.5557 0.3958 nan nan
2459871 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.982369 1.766635 -0.055648 14.644435 5.104273 3.905559 0.792050 -0.003507 0.5431 0.5618 0.3913 nan nan
2459870 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.040975 3.262721 -0.118539 10.096990 3.618297 3.980629 8.703384 5.189046 0.5464 0.5687 0.3953 nan nan
2459869 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.186001 1.810595 -0.227490 10.366872 4.021876 2.873590 5.312867 2.824617 0.5553 0.5831 0.3972 nan nan
2459868 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.683998 3.671197 -0.075784 15.960139 2.884916 5.096820 3.345117 0.688410 0.5290 0.5552 0.4077 nan nan
2459867 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.739857 2.490633 -0.268071 11.977313 1.717728 2.171255 2.205406 -0.050447 0.5440 0.5641 0.4067 nan nan
2459866 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.613378 2.715564 -0.103083 11.306568 2.154465 2.983438 3.730647 2.429664 0.5492 0.5684 0.4012 nan nan
2459865 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.185603 4.935607 1.320811 14.736230 5.010393 4.351718 5.073333 1.690711 0.5339 0.5740 0.3895 nan nan
2459864 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.458485 3.821043 -0.338406 7.794076 2.623215 2.250181 4.725615 2.623802 0.5233 0.5570 0.4170 nan nan
2459863 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.807950 1.560559 -0.762252 -1.320688 -0.289019 -0.495841 2.037888 0.603927 0.5166 0.5458 0.4058 nan nan
2459862 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.471545 1.659211 0.450727 9.737522 2.695272 2.761604 0.688730 -0.261216 0.4928 0.5776 0.4267 nan nan
2459861 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.897303 0.609785 -0.580043 -2.469915 -0.741886 -1.514444 2.810725 -0.170691 0.5370 0.5611 0.4221 nan nan
2459860 dish_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.966490 0.424429 -0.117109 7.920661 4.810600 3.987412 1.307356 -0.368316 0.5515 0.5645 0.4190 nan nan
2459859 dish_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.813050 0.106839 -0.602585 -2.360899 -1.064950 -1.125682 0.293851 0.303342 0.5623 0.5720 0.4162 nan nan
2459858 dish_maintenance 0.00% 11.28% 0.00% 0.00% 100.00% 0.00% 3.393991 0.188411 -0.627256 -2.874156 -1.391042 -0.773568 1.554590 1.232434 0.5660 0.5760 0.4286 0.000000 0.000000
2459857 dish_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.451640 -0.236770 1.153830 1.317489 -0.346523 -0.890291 1.901898 -1.799134 0.0294 0.0291 0.0006 nan nan
2459856 dish_maintenance 100.00% 6.86% 0.00% 0.00% 100.00% 0.00% 5.201647 1.108567 0.119594 7.534231 1.413406 1.362055 2.076974 0.171593 0.5602 0.5948 0.4118 0.000000 0.000000
2459855 dish_maintenance 100.00% 15.33% 0.00% 0.00% 100.00% 0.00% 6.277307 1.083114 0.165407 8.280333 -0.197268 -0.147976 1.753339 0.605727 0.5099 0.5989 0.4516 0.000000 0.000000
2459854 dish_maintenance 100.00% 10.74% 0.00% 0.00% 100.00% 0.00% 7.536678 1.291746 -0.090174 7.274552 1.541608 0.755819 4.491229 1.794164 0.5228 0.6379 0.4547 0.000000 0.000000
2459853 dish_maintenance 100.00% 12.37% 1.12% 0.00% 100.00% 0.00% 5.559429 0.860111 -0.080028 9.736486 2.931453 2.483952 2.779092 1.825083 0.5722 0.5808 0.4359 0.000000 0.000000
2459852 dish_maintenance 100.00% 0.54% 0.00% 0.00% 100.00% 0.00% 4.653546 3.124810 0.219011 9.403986 3.411827 4.709931 1.603246 5.981495 0.6086 0.6886 0.3612 0.000000 0.000000
2459851 dish_maintenance 100.00% 10.20% 0.00% 0.00% 100.00% 0.00% 4.030140 3.569396 0.749361 10.433029 8.325549 12.257412 5.708977 11.160351 0.5929 0.6381 0.3627 0.000000 0.000000
2459850 dish_maintenance 100.00% 14.02% 0.00% 1.75% 100.00% 0.00% 5.128054 1.883238 0.343275 9.165113 2.548827 5.424563 4.030790 5.961941 0.5792 0.6574 0.3705 0.000000 0.000000
2459849 dish_maintenance 100.00% 9.71% 0.00% 0.00% 100.00% 0.00% 5.769517 0.710119 1.693858 19.363697 1.540195 1.392605 4.022727 2.295937 0.5805 0.6530 0.3775 0.000000 0.000000
2459848 dish_maintenance 100.00% 17.61% 0.00% 0.00% 100.00% 0.00% 6.531659 0.853095 0.315463 13.810246 5.261527 2.924691 0.936320 0.222162 0.5261 0.6520 0.4058 0.000000 0.000000
2459847 dish_maintenance 100.00% 22.56% 1.07% 0.00% 100.00% 0.00% 7.953905 1.302094 0.286582 12.736333 8.591623 3.464245 0.509908 -0.106221 0.5284 0.5748 0.4426 0.000000 0.000000
2459845 dish_maintenance 100.00% 12.16% 0.00% 0.00% 100.00% 0.00% 8.002774 1.175854 0.322537 18.841711 3.243953 2.343396 1.064040 -0.096216 0.5383 0.6439 0.4237 0.000000 0.000000
2459844 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.050764 1.021327 56.002381 56.233835 1.176334 3.409620 2.433739 -1.507103 0.0291 0.0287 0.0008 nan nan
2459843 dish_maintenance 100.00% 14.85% 1.20% 0.00% 100.00% 0.00% 9.934918 0.996860 -0.576926 7.719663 29.808056 3.498198 0.280083 0.532915 0.5355 0.6432 0.4391 0.000000 0.000000
2459842 dish_maintenance 100.00% 3.23% 0.00% 0.00% 100.00% 0.00% 4.411310 -0.364662 0.564483 -3.180530 -1.505435 -0.706134 0.093529 0.238330 0.6188 0.5812 0.2580 0.000000 0.000000
2459841 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.513656 0.906337 35.939920 36.335867 1.814056 0.381349 3.139701 0.020297 0.0286 0.0281 0.0009 nan nan
2459840 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 72.541876 98.038753 6.564700 5.767279 237.203056 277.714230 480.120707 529.662788 0.0957 0.0563 0.0143 nan nan
2459839 dish_maintenance 100.00% - - - - - 18.375459 22.097368 9.700865 8.332131 86.933196 105.779470 591.308330 737.858765 nan nan nan nan nan
2459838 dish_maintenance 100.00% 34.33% 9.81% 0.00% 100.00% 0.00% 8.171506 0.804850 -0.511491 9.181611 9.318512 6.383114 3.045794 0.919247 0.4784 0.5180 0.3808 0.000000 0.000000
2459836 dish_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0387 0.0352 0.0002 nan nan
2459835 dish_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.925102 -1.482587 2.306851 0.223595 -0.227525 0.101783 0.686768 -0.000775 0.0387 0.0353 -0.0000 nan nan
2459833 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 3.184579 -0.068105 14.319428 14.984264 1.506532 5.043417 3.472562 3.462329 0.0364 0.0308 0.0009 nan nan
2459832 dish_maintenance 100.00% 0.00% 94.09% 0.00% 100.00% 0.00% 11.461243 2.978659 0.852198 7.615543 1.993560 1.006801 3.343714 -0.500974 0.6342 0.3310 0.5301 0.000000 0.000000
2459831 dish_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.507752 0.024202 70.150922 67.430778 3.026718 2.324012 2.054346 -1.484222 0.0394 0.0318 0.0010 nan nan
2459830 dish_maintenance 100.00% 0.00% 94.09% 0.00% 100.00% 0.00% 10.173917 3.845136 1.288378 10.766055 11.243713 10.026061 5.707899 -1.522212 0.6382 0.3306 0.5253 0.000000 0.000000
2459829 dish_maintenance 100.00% 25.24% 23.09% 0.00% 100.00% 0.00% 11.871114 2.530220 0.106822 10.847892 9.982580 8.558435 7.882280 1.674087 0.5277 0.4819 0.3982 0.000000 0.000000
2459828 dish_maintenance 100.00% 0.00% 96.77% 0.00% 100.00% 0.00% 5.100178 4.652993 -0.191346 8.520233 5.363255 8.702441 5.676131 2.286702 0.6496 0.3347 0.5168 0.000000 0.000000
2459827 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.852665 1.875901 -0.051541 13.030285 8.231309 39.621093 -0.148397 7.029477 0.0850 0.0854 0.0339 0.000000 0.000000
2459826 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.316068 4.275046 0.032006 11.577389 7.121148 10.172190 7.090754 -0.852340 0.0917 0.0739 0.0418 0.000000 0.000000
2459825 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.819835 4.330907 -0.108748 8.640041 4.329807 5.283253 -0.177247 -0.659704 0.0837 0.0705 0.0386 0.000000 0.000000
2459824 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.240755 0.350170 0.463809 11.391008 2.478656 1.369821 1.338762 -0.078329 0.0792 0.0928 0.0329 0.000000 0.000000
2459823 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.299714 6.652733 0.637278 10.282890 4.232627 12.232111 2.671227 1.172054 0.0871 0.0783 0.0408 0.000000 0.000000
2459822 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.793476 5.700573 0.156849 10.859564 3.023169 8.612248 0.189417 -0.780880 0.0940 0.0704 0.0410 0.000000 0.000000
2459821 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.829118 7.409733 0.149302 11.063250 1.600177 7.414333 -0.524969 -0.131289 0.0710 0.0596 0.0285 0.000000 0.000000
2459820 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.419538 3.010817 -0.465074 12.731813 17.928471 18.954393 3.719587 0.053076 0.0863 0.0839 0.0361 0.000000 0.000000
2459817 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.505800 6.849512 0.459609 9.108583 2.389073 11.692417 0.303364 -0.190292 0.0986 0.0772 0.0390 0.000000 0.000000
2459816 dish_maintenance 100.00% 0.00% 28.30% 0.00% 100.00% 0.00% 4.397947 3.387759 -0.096782 11.828705 8.697238 15.479641 4.183134 -1.004329 0.7344 0.4178 0.5975 0.000000 0.000000
2459815 dish_maintenance 100.00% 0.00% 64.52% 0.00% 100.00% 0.00% 2.427937 5.908735 1.159980 9.653368 5.457638 15.128737 3.514852 -0.787395 0.5914 0.3698 0.4471 0.000000 0.000000
2459814 dish_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 dish_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 333: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.848755 2.848755 2.260980 -0.914487 -1.712096 -0.625615 -0.542925 2.212925 1.484093

Antenna 333: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 3.497794 2.104255 2.040949 -1.202070 -1.708493 2.677988 0.484947 3.497794 1.949402

Antenna 333: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.911521 2.652197 2.911521 -1.475710 -1.154420 -0.124614 -0.562576 -0.001178 1.205546

Antenna 333: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 4.282156 4.282156 3.283243 -1.161610 -1.071951 -0.236734 -0.791128 1.094439 1.227159

Antenna 333: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.144878 2.647844 3.144878 -1.032904 -1.234356 -0.863397 -0.387952 1.690822 0.701284

Antenna 333: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 3.020328 1.851056 2.866205 -1.037490 -1.059811 -0.630446 -0.895744 0.324536 3.020328

Antenna 333: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.403685 3.403685 2.409891 -1.154538 -1.079404 -0.542042 -0.247841 1.332960 1.264726

Antenna 333: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.688882 2.688882 1.177385 -1.071514 -1.011617 -0.692005 -0.714575 1.242463 2.236536

Antenna 333: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Shape 2.894189 2.894189 1.320636 -1.297030 -0.640613 0.889582 0.392193 -0.410070 0.776304

Antenna 333: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.063716 0.823220 3.063716 -2.010737 -1.165706 -0.630509 -0.789532 1.137384 1.063760

Antenna 333: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.672623 0.039051 2.672623 -1.640461 -0.842769 1.334765 0.831815 0.028189 1.015912

Antenna 333: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 1.586033 0.347269 1.586033 -1.716797 -0.727371 -0.653436 0.064668 -0.058854 0.766910

Antenna 333: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Variability 3.279818 1.313591 1.377661 -1.131491 -2.081721 3.279818 0.295127 1.865749 0.551905

Antenna 333: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Temporal Variability 6.163600 2.523808 0.732356 -0.927537 -2.075207 -1.144236 6.163600 0.603485 2.321100

Antenna 333: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.923516 1.025544 2.923516 -1.912250 -1.014309 -0.239514 -0.291225 -0.223633 0.989963

Antenna 333: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.483638 1.323119 3.483638 -1.325042 -1.076760 -0.426013 -1.063401 1.050712 0.790238

Antenna 333: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.748651 2.748651 0.902070 -1.247531 -1.631755 -1.045391 -0.306050 0.807581 1.304152

Antenna 333: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.697847 0.503783 2.697847 -1.421703 -0.845843 -0.848190 -0.450742 0.851490 1.864874

Antenna 333: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.261779 3.261779 0.851015 -0.810259 -1.232015 -1.063199 -1.000845 0.873408 0.791711

Antenna 333: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.442309 1.004407 3.442309 -1.205828 -0.981378 -1.289171 -0.886671 0.885313 1.529811

Antenna 333: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.962744 0.680461 2.962744 -1.593953 -0.917963 2.067873 0.106936 0.994774 1.184010

Antenna 333: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.829745 2.829745 0.509773 -0.862555 -1.375559 -1.299499 -0.753502 1.269252 2.112217

Antenna 333: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.852248 2.852248 0.698746 -1.011100 -1.412389 -0.806639 -0.867164 2.809898 1.474765

Antenna 333: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 4.250064 3.490031 1.173123 -1.302931 -1.494050 0.373409 -0.284389 4.250064 3.032084

Antenna 333: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 4.336739 1.778862 3.793723 -1.524948 -1.129615 -0.571011 -0.786476 0.835956 4.336739

Antenna 333: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.887231 1.199968 2.887231 -1.617540 -1.046525 -1.426318 -0.734539 0.164153 2.075797

Antenna 333: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.885872 0.913400 2.885872 -1.530020 -1.057514 -0.867564 -1.193912 0.060974 0.336180

Antenna 333: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.535474 0.708911 2.535474 -1.516638 -1.068741 -0.697519 -1.306326 0.434385 0.699445

Antenna 333: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.593421 0.641572 2.593421 -1.668424 -1.035719 -1.171258 -0.987361 1.889010 0.875712

Antenna 333: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.729257 2.729257 0.490411 -0.998452 -1.531568 -0.997780 -0.763233 1.084933 1.740400

Antenna 333: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.561402 0.574804 2.561402 -1.653025 -1.125519 -0.724971 -1.333725 0.774561 1.033370

Antenna 333: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.558036 0.728264 2.558036 -1.309576 -1.237212 -0.563650 -1.225451 0.562512 1.547889

Antenna 333: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.762794 0.775876 2.762794 -1.393451 -1.063462 -1.344497 -1.807022 0.152353 1.224654

Antenna 333: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.406309 0.728282 2.406309 -1.325169 -1.118596 -0.942409 -1.175038 -0.193788 1.630026

Antenna 333: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.313630 0.649246 2.313630 -1.475676 -1.123741 -1.408807 -1.652246 0.183387 2.083320

Antenna 333: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.881996 2.881996 0.718863 -1.194548 -1.195240 -1.588464 -0.813979 0.974414 0.525347

Antenna 333: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.667372 2.667372 0.685188 -1.068135 -1.657688 -1.125160 -1.032807 1.646248 0.391180

Antenna 333: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.089181 2.089181 -0.051184 -1.049647 -1.638048 -0.649941 -0.162879 1.025715 0.209652

Antenna 333: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 4.657455 0.633224 2.321073 -1.675349 -1.158046 -0.370941 -1.454584 0.300216 4.657455

Antenna 333: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.394912 0.669869 2.394912 -1.484711 -1.312588 -0.823809 -0.969156 1.210276 1.085081

Antenna 333: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 1.718816 0.123794 1.718816 -1.346863 -1.229280 -1.417033 -2.009735 1.280436 0.661282

Antenna 333: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 3.328863 2.258349 0.850583 -1.405610 -1.205640 0.391572 -0.782689 3.328863 0.652875

Antenna 333: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.007664 0.961078 3.007664 -1.483734 -1.230161 -1.555240 -0.434963 1.498368 1.817664

Antenna 333: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.443425 2.443425 0.471727 -1.197136 -1.620098 -1.219771 -1.182387 1.878982 0.971862

Antenna 333: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.429613 0.480679 2.429613 -1.654856 -1.423419 -1.091273 -1.578015 1.384740 2.319534

Antenna 333: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 2.552862 2.171341 0.678820 -1.489338 -1.549460 -0.564700 -1.250623 2.552862 0.527051

Antenna 333: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.732142 0.713750 2.732142 -1.622137 -1.488887 -1.294296 -0.798871 0.417105 0.623887

Antenna 333: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.808877 2.808877 0.999475 -1.595635 -1.566609 -1.791290 -1.179028 1.607995 -0.098987

Antenna 333: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.154553 0.580475 2.154553 -1.482740 -1.429635 -0.701256 -1.238493 0.348468 0.606701

Antenna 333: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.509580 0.643245 2.509580 -2.169198 -1.353553 -1.032374 -1.991329 1.074878 0.886086

Antenna 333: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Temporal Variability 37.474999 2.158854 1.205934 -1.243843 -1.486685 0.223198 37.474999 1.515750 -0.118940

Antenna 333: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 13.999413 3.046334 5.751149 13.999413 5.022635 2.881514 1.857985 2.640259 3.682146

Antenna 333: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.565277 0.400295 2.565277 -1.498557 -1.430055 -1.427619 -0.667635 0.623755 0.795450

Antenna 333: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 12.329893 2.430433 4.698343 12.329893 3.939350 1.668161 0.629010 3.527595 3.043695

Antenna 333: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 13.697407 4.054913 8.489885 13.697407 4.512771 1.610963 1.720660 2.120604 2.556797

Antenna 333: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 15.992309 2.139987 4.578184 15.992309 4.866610 6.759337 3.617760 4.973161 6.132228

Antenna 333: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 12.987235 2.589771 5.233564 12.987235 3.883618 2.041605 0.678143 2.105667 1.502418

Antenna 333: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Discontinuties 3.007819 0.398620 1.756200 -2.260171 -1.045776 -0.661567 -1.208088 0.389747 3.007819

Antenna 333: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 16.438871 2.218068 4.798697 16.438871 5.161746 2.091436 1.351049 3.960304 4.613082

Antenna 333: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 10.760333 5.388220 2.644165 3.908592 10.760333 6.634757 7.701209 3.311090 0.264263

Antenna 333: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 14.981899 5.574959 2.552919 5.381128 14.981899 2.185118 2.423077 0.982979 0.502521

Antenna 333: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 7.873814 7.873814 3.804892 2.392434 7.123342 4.728315 3.599046 3.944882 0.215768

Antenna 333: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 9.860950 6.573315 3.042091 3.216324 9.860950 1.131878 1.376738 1.152302 0.532835

Antenna 333: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 13.777097 2.345930 5.263380 13.777097 5.090433 5.360007 4.478874 -0.106941 2.351716

Antenna 333: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 14.644435 1.766635 4.982369 14.644435 -0.055648 3.905559 5.104273 -0.003507 0.792050

Antenna 333: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 10.096990 9.040975 3.262721 -0.118539 10.096990 3.618297 3.980629 8.703384 5.189046

Antenna 333: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 10.366872 7.186001 1.810595 -0.227490 10.366872 4.021876 2.873590 5.312867 2.824617

Antenna 333: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 15.960139 8.683998 3.671197 -0.075784 15.960139 2.884916 5.096820 3.345117 0.688410

Antenna 333: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 11.977313 5.739857 2.490633 -0.268071 11.977313 1.717728 2.171255 2.205406 -0.050447

Antenna 333: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 11.306568 2.715564 6.613378 11.306568 -0.103083 2.983438 2.154465 2.429664 3.730647

Antenna 333: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 14.736230 10.185603 4.935607 1.320811 14.736230 5.010393 4.351718 5.073333 1.690711

Antenna 333: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 10.458485 3.821043 10.458485 7.794076 -0.338406 2.250181 2.623215 2.623802 4.725615

Antenna 333: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 5.807950 5.807950 1.560559 -0.762252 -1.320688 -0.289019 -0.495841 2.037888 0.603927

Antenna 333: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 9.737522 5.471545 1.659211 0.450727 9.737522 2.695272 2.761604 0.688730 -0.261216

Antenna 333: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.897303 0.609785 3.897303 -2.469915 -0.580043 -1.514444 -0.741886 -0.170691 2.810725

Antenna 333: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 7.920661 3.966490 0.424429 -0.117109 7.920661 4.810600 3.987412 1.307356 -0.368316

Antenna 333: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.813050 2.813050 0.106839 -0.602585 -2.360899 -1.064950 -1.125682 0.293851 0.303342

Antenna 333: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 3.393991 0.188411 3.393991 -2.874156 -0.627256 -0.773568 -1.391042 1.232434 1.554590

Antenna 333: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 2.451640 -0.236770 2.451640 1.317489 1.153830 -0.890291 -0.346523 -1.799134 1.901898

Antenna 333: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 7.534231 5.201647 1.108567 0.119594 7.534231 1.413406 1.362055 2.076974 0.171593

Antenna 333: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 8.280333 1.083114 6.277307 8.280333 0.165407 -0.147976 -0.197268 0.605727 1.753339

Antenna 333: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 7.536678 1.291746 7.536678 7.274552 -0.090174 0.755819 1.541608 1.794164 4.491229

Antenna 333: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 9.736486 0.860111 5.559429 9.736486 -0.080028 2.483952 2.931453 1.825083 2.779092

Antenna 333: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 9.403986 4.653546 3.124810 0.219011 9.403986 3.411827 4.709931 1.603246 5.981495

Antenna 333: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Temporal Variability 12.257412 4.030140 3.569396 0.749361 10.433029 8.325549 12.257412 5.708977 11.160351

Antenna 333: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 9.165113 5.128054 1.883238 0.343275 9.165113 2.548827 5.424563 4.030790 5.961941

Antenna 333: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 19.363697 5.769517 0.710119 1.693858 19.363697 1.540195 1.392605 4.022727 2.295937

Antenna 333: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 13.810246 0.853095 6.531659 13.810246 0.315463 2.924691 5.261527 0.222162 0.936320

Antenna 333: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 12.736333 1.302094 7.953905 12.736333 0.286582 3.464245 8.591623 -0.106221 0.509908

Antenna 333: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 18.841711 1.175854 8.002774 18.841711 0.322537 2.343396 3.243953 -0.096216 1.064040

Antenna 333: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 56.233835 7.050764 1.021327 56.002381 56.233835 1.176334 3.409620 2.433739 -1.507103

Antenna 333: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Variability 29.808056 0.996860 9.934918 7.719663 -0.576926 3.498198 29.808056 0.532915 0.280083

Antenna 333: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 4.411310 4.411310 -0.364662 0.564483 -3.180530 -1.505435 -0.706134 0.093529 0.238330

Antenna 333: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 36.335867 7.513656 0.906337 35.939920 36.335867 1.814056 0.381349 3.139701 0.020297

Antenna 333: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Temporal Discontinuties 529.662788 72.541876 98.038753 6.564700 5.767279 237.203056 277.714230 480.120707 529.662788

Antenna 333: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Temporal Discontinuties 737.858765 22.097368 18.375459 8.332131 9.700865 105.779470 86.933196 737.858765 591.308330

Antenna 333: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Temporal Variability 9.318512 0.804850 8.171506 9.181611 -0.511491 6.383114 9.318512 0.919247 3.045794

Antenna 333: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Power 2.306851 -1.482587 1.925102 0.223595 2.306851 0.101783 -0.227525 -0.000775 0.686768

Antenna 333: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance nn Power 14.984264 -0.068105 3.184579 14.984264 14.319428 5.043417 1.506532 3.462329 3.472562

Antenna 333: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
333 N12 dish_maintenance ee Shape 11.461243 11.461243 2.978659 0.852198 7.615543 1.993560 1.006801 3.343714 -0.500974
In [ ]: